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Physics-Informed and Data-Driven Machine Learning for Magnetic Hyperthermia of Fe3O4 Nanoparticles Fe3O4纳米颗粒磁热疗的物理信息和数据驱动机器学习
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-24 DOI: 10.1109/TMAG.2025.3647779
Amrutha R Menon;Hemprasad Yashwant Patil;Ashutosh Mahajan;Niroj Kumar Sahu
This work presents, for the first time, a physics-informed neural network (PINN) model for magnetic hyperthermia, a promising non-invasive cancer therapy known for its high efficacy and minimal side effects. Effective cancer cell destruction requires heating to 42 °C-45 °C. The heat generated by magnetic nanoparticles (MNPs) under an alternating magnetic field depends strongly on their physicochemical properties. Hence, the optimization of MNP for effective heat generation remains a key challenge and constitutes the fundamental motivation of this study. In this work, we study and compare various approaches using regression models, artificial neural network (ANN), and PINN to address the challenges associated with magnetic fluid hyperthermia (MFH) prediction and analysis. The model incorporates input parameters, including particle size, saturation magnetization, magnetic field intensity, frequency, specific heat of fluid, nanoparticle (NP) concentration, and time, to predict temperature evolution as the output. The dataset is compiled from our published research work, comprising 3690 data points, ensuring sufficient variability and robustness for model training and evaluation. Our PINN model shows an excellent R2 value of around 0.98 against the test data.
这项工作首次提出了磁热疗的物理信息神经网络(PINN)模型,磁热疗是一种很有前途的非侵入性癌症治疗方法,以其高效率和最小的副作用而闻名。有效的癌细胞破坏需要加热到42 -45°C。磁性纳米颗粒(MNPs)在交变磁场下产生的热量很大程度上取决于其物理化学性质。因此,优化MNP的有效产热仍然是一个关键的挑战,也是本研究的根本动机。在这项工作中,我们研究并比较了使用回归模型,人工神经网络(ANN)和PINN的各种方法来解决与磁流体热疗(MFH)预测和分析相关的挑战。该模型结合输入参数,包括颗粒大小、饱和磁化强度、磁场强度、频率、流体比热、纳米颗粒(NP)浓度和时间,以预测温度演变作为输出。该数据集由我们发表的研究工作汇编而成,包括3690个数据点,确保了模型训练和评估的足够可变性和稳健性。我们的PINN模型显示,与测试数据相比,R2值约为0.98。
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引用次数: 0
Noninvasive Blood Flow Measurement Using Electromagnetic Method Under Nonuniform Magnetic Fields 非均匀磁场下电磁法无创血流测量
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-23 DOI: 10.1109/TMAG.2025.3647738
Limei Yan;Yingjie Li;Yuanyuan Li;Jing Liu;Guoqiang Liu
The state of blood flow in blood vessels has an inseparable relationship with cardiovascular diseases (CVDs). To facilitate convenient blood flow monitoring, this study investigates the relationship between blood flow and the electric field in an electromagnetic blood flowmeter using a permanent magnet as the excitation source through modeling and simulation. First, for the case of a uniform magnetic field and noninvasive measurement, a mathematical model of the target blood region was established, providing a numerical relationship between blood flow and the potential distribution generated under a uniform magnetic field. Subsequently, the effects and offsets caused by a nonuniform magnetic field generated by a permanent magnet were analyzed, and the corresponding models were simulated using COMSOL. By combining the simulation results with numerical solutions, a quantitative expression was constructed to describe the relationship between the voltage measured across symmetric electrodes and blood flow under a nonuniform magnetic field. Finally, experimental measurements were conducted under practical conditions, yielding a measured voltage within 5 μV of simulated predictions, thereby providing a valuable reference for the further development and portable application of electromagnetic blood flowmeters.
血管血流状态与心血管疾病有着密不可分的关系。为了便于血流监测,本研究通过建模和仿真,研究了以永磁体为激励源的电磁血流仪中血流与电场的关系。首先,在均匀磁场和无创测量的情况下,建立了目标血液区域的数学模型,给出了均匀磁场下血流与产生的电位分布之间的数值关系。分析了永磁体产生的非均匀磁场对系统的影响和偏移量,并利用COMSOL软件对相应的模型进行了仿真。将仿真结果与数值解相结合,构建了非均匀磁场下对称电极上测得电压与血流关系的定量表达式。最后,在实际条件下进行了实验测量,得到的测量电压与模拟预测值相差在5 μV以内,为电磁血流量仪的进一步研制和便携式应用提供了有价值的参考。
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引用次数: 0
A Low-Cost H-Field Probe With Coaxial Rotation for Magnetic-Field Scanning 用于磁场扫描的同轴旋转低成本h场探针
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-22 DOI: 10.1109/TMAG.2025.3646805
Jianwei Wang;Zheng Zhang;Jiaxing Peng;Zheng Cheng;Panpan Zuo;Qinwei Li;Tieqiao Hu
In this article, a low-cost magnetic-field probe ( $H$ -field probe) with enhanced gain flatness is designed, fabricated, and calibrated. The symmetrical probe body structure, combined with a side-plug sub miniature version A (SMA) connector, enables the proposed $H$ -field probe to measure the tangential magnetic fields ( $H_{x}$ and $H_{y}$ ) in one-time measurement via coaxial rotation, resulting in an enhanced measurement efficiency of about 30% without reloading the probe repeatedly during the measurement. The designed loop aperture and symmetric chamfered edge (SCE) effectively suppress resonances and ripples, achieving an average fluctuation of about 1.25 dB and a maximum fluctuation of less than 2 dB in terms of the proposed $H$ -field probe's $left|S_{21}right|$ . The proposed $H$ -field probe maintains a high common-mode suppression of more than 30 dB within 9 kHz-20 GHz and a 13.23 dB suppression to the differential-mode coupling at 5 GHz with an extremely low cost.
本文设计、制造并校准了一种具有增强增益平坦度的低成本磁场探头(H场探头)。对称探头体结构与侧插式亚微型版a (SMA)连接器相结合,使所提出的$H$场探头能够通过同轴旋转一次性测量切向磁场($H_{x}$和$H_{y}$),从而提高了约30%的测量效率,而无需在测量过程中反复重新加载探头。设计的环形孔径和对称倒角边缘(SCE)有效地抑制了谐振和波纹,对于所提出的$H$ -场探头的$左|S_{21}右|$,实现了约1.25 dB的平均波动和小于2 dB的最大波动。所提出的H场探头在9 kHz-20 GHz范围内保持了超过30 dB的高共模抑制,在5 GHz范围内保持了13.23 dB的差模耦合抑制,成本极低。
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引用次数: 0
Shell Thickness-Dependent Anisotropy in CoFe2O4@NiFe2O4 Core/Shell Nanoparticles for Magnetic Heating CoFe2O4@NiFe2O4磁加热核/壳纳米颗粒的壳厚相关各向异性
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-22 DOI: 10.1109/TMAG.2025.3646767
A. Omelyanchik;S. Villa;F. Canepa;G. Singh;F. Brero;A. Lascialfari;Ž. Fabriciová;P. Hrubovčák;A. Zeleňáková;D. Peddis
Using the seed-mediated high-temperature decomposition method, we synthesized $mathrm{CoFe}_2 mathrm{O}_4 text {@} mathrm{NiFe}_2 mathrm{O}_4$ core/shell nanoparticles with controlled shell thicknesses from $sim 1$ to 6 nm and evaluated their performance in magnetic hyperthermia. A clear enhancement in heating efficiency was observed, with specific absorption rate (SAR) values increasing from $sim 40 mathrm{~W} cdot mathrm{~g}^{-1}$ for bare $mathrm{CoFe}_2 mathrm{O}_4$ to $sim 80 mathrm{~W} cdot mathrm{~g}^{-1}$ for the thickest-shell sample. This trend is attributed to optimized magnetic anisotropy and particle volume, enhancing thermal stability and energy dissipation under alternating magnetic fields (AMFs) below Hergt-Dutz limit. These findings support the strategic design of hard and soft ferrite architectures for biomedical heating applications. Although the particles are capped with oleate ligands from the synthesis, these results highlight the tunability of hard and soft ferrite systems and offer insight into the future design of biocompatible hyperthermia agents.
采用种子介导的高温分解方法,合成了壳厚度在$sim 1$ ~ 6 nm范围内的$ mathm {CoFe}_2 mathm {O}_4 text {@} mathm {NiFe}_2 mathm {O}_4$核壳纳米粒子,并对其在磁热疗中的性能进行了评价。加热效率明显提高,比吸收率(SAR)值从$ sim40 mathrm{~W} cdot mathrm{~g}^{-1}$增加到$ sim80 mathrm{~W} cdot mathrm{~g}^{-1}$。这种趋势归因于优化的磁各向异性和颗粒体积,增强了在低于赫特-杜兹极限的交变磁场(AMFs)下的热稳定性和能量耗散。这些发现为生物医学加热应用的硬、软铁氧体结构的战略设计提供了支持。尽管这些颗粒被合成的油酸配体覆盖,但这些结果强调了硬铁氧体和软铁氧体系统的可调性,并为未来生物相容性热疗剂的设计提供了见解。
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引用次数: 0
Research on the Power-Handling Capability of Latching Non-Reciprocal Ferrite Phase Shifters 锁存非互易铁氧体移相器功率处理能力研究
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-22 DOI: 10.1109/TMAG.2025.3646997
Xianggang Hu;Jiancang Su;Yue Ying;Mei Li;Rui Li;Jie Cheng;Shaotong Wu;Min Guo;Haichuan Zhang;Qi Wang;Fengzi Liu
The ferrite phase shifter (FPS) is a microwave device that utilizes the gyromagnetic properties of ferrite materials to achieve phase shift. It offers advantages such as fast switching speed, low insertion loss (IL), and high reliability, making it widely used in phased array antenna (PAA) systems. However, the power handling capability (PHC) of Ku-band FPSs remains inadequate, limiting their application in high-power microwave (HPM) phased array systems. Based on the theory of ferrite gyromagnetism and the structure of the latching non-reciprocal FPS, this article derives a transcendental equation for the phase constant of the device. Expressions for the internal field distribution and power distribution are obtained. The interrelationships among phase-shifting efficiency, PHC, and various structural parameters are analyzed, leading to recommended value ranges for the structural parameters of high-power FPSs, thereby providing a theoretical foundation for phase shifter (PS) design. The ferrite material is another critical factor influencing the PHC. The high-power quality factor of the ferrite material is introduced, serving as a criterion for material selection. On this basis, the design, optimization, and development of a latching non-reciprocal double-toroid FPS have been completed. Through appropriate selection of structural parameters, improvement of ferrite material properties, and enhanced integration techniques, the PHC of the Ku-band FPS has been increased to over 500 kW, with an IL of less than 1.3 dB and a maximum differential phase shift (MDPS) of approximately 400°.
铁氧体移相器(FPS)是一种利用铁氧体材料的旋磁特性实现移相的微波器件。它具有开关速度快、插入损耗低、可靠性高等优点,广泛应用于相控阵天线(PAA)系统。然而,ku波段FPSs的功率处理能力(PHC)仍然不足,限制了其在大功率微波相控阵系统中的应用。本文根据铁氧体陀螺磁学理论和锁存非互易FPS的结构,导出了该器件的相位常数的超越方程。得到了内部场分布和功率分布的表达式。分析了移相效率、PHC与各结构参数之间的相互关系,给出了大功率移相器结构参数的推荐取值范围,为移相器设计提供了理论依据。铁氧体材料是影响PHC的另一个关键因素。介绍了铁氧体材料的高功率质量因数,作为材料选择的标准。在此基础上,完成了闭锁非倒易双环面FPS的设计、优化和研制。通过适当选择结构参数、改进铁氧体材料性能和增强集成技术,ku波段FPS的PHC已提高到500 kW以上,IL小于1.3 dB,最大差相移(MDPS)约为400°。
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引用次数: 0
Phase Analysis and Magnetic Properties in Sintered RE–(Fe,Co)–Al–B Magnets 烧结RE - (Fe,Co) - al - b磁体的相分析和磁性能
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-19 DOI: 10.1109/TMAG.2025.3646166
Peng-Cheng Yang;Ji-Zhong Zhao;Meng-Xue Liu;Yu-Lin Guo;Qi Yang;Qian Zhao;Suo Bai;Yan-Li Liu;Zhu-Bai Li
RE2(Fe,Co)14B magnets bear a high Curie temperature, but their coercivity decreases due to the poor crystal structure stability of RE2(Fe,Co)14B. In this article, Al element was added into RE–(Fe,Co)–Al–B magnets, and the coercivity increases monotonously with the addition of Al elements. For Al content of 0.8 at.%, the coercivity increases to 18.6 kOe in RE14(Fe,Co)79.5Al0.8B5.7 magnets, and the remanence does not decrease obviously. Whereas the content of Al is more than 1.2 at.%, the degree of increase in coercivity reduces, and the remanence decreases obviously. There exists the minor phase of RE(Fe,Co)2 phase, RE-rich phase, and RE–oxide in the sintered RE–(Fe,Co)–Al–B magnets. For the high content of Al, the amount of RE(Fe,Co)2 phase increases, and so the remanence obviously decreases. The addition of the Al element leads to an increase in the melt-point of RE2(Fe,Co)14B phase, and the range of phase transition temperature is narrowed, implying the improvement in the structure stability of RE2(Fe,Co)14B crystals. The magnetocrystalline anisotropy decreases a little due to the addition of the Al element, while the coercivity increases, which should be attributed to both the effects of the RE-rich phase and the improvement of crystal structure stability. The thermal stability of remanence in RE–(Fe,Co)–Al–B is much better than that in commercial Nd–Fe–B magnets, and if further improving the coercivity using the grain boundary diffusion, both the remanence and coercivity with high thermal stability are expected to be acquired in RE–(Fe,Co)–Al–B magnets.
RE2(Fe,Co)14B磁体具有较高的居里温度,但由于RE2(Fe,Co)14B晶体结构稳定性差,其矫顽力降低。本文将Al元素添加到RE - (Fe,Co) - Al - b磁体中,其矫顽力随Al元素的加入而单调增加。对于Al含量为0.8 at的。%, RE14(Fe,Co)79.5Al0.8B5.7磁体矫顽力提高到18.6 kOe,剩余物没有明显降低。而Al的含量大于1.2 at。%时矫顽力增加程度减小,剩余物明显减少。烧结后的RE- (Fe,Co) - al - b磁体中存在少量的RE(Fe,Co)2相、富RE相和RE氧化物相。随着Al含量的增加,RE(Fe,Co)2相的数量增加,剩余物明显减少。Al元素的加入提高了RE2(Fe,Co)14B相的熔点,缩小了相变温度范围,提高了RE2(Fe,Co)14B晶体的结构稳定性。Al元素的加入使磁晶各向异性略有降低,而矫顽力则有所提高,这应归因于富re相的作用和晶体结构稳定性的提高。RE - (Fe,Co) - al - b磁体剩余物的热稳定性远好于工业级Nd-Fe-B磁体,如果利用晶界扩散进一步提高矫顽力,有望获得具有高热稳定性的剩余物和矫顽力。
{"title":"Phase Analysis and Magnetic Properties in Sintered RE–(Fe,Co)–Al–B Magnets","authors":"Peng-Cheng Yang;Ji-Zhong Zhao;Meng-Xue Liu;Yu-Lin Guo;Qi Yang;Qian Zhao;Suo Bai;Yan-Li Liu;Zhu-Bai Li","doi":"10.1109/TMAG.2025.3646166","DOIUrl":"https://doi.org/10.1109/TMAG.2025.3646166","url":null,"abstract":"RE2(Fe,Co)14B magnets bear a high Curie temperature, but their coercivity decreases due to the poor crystal structure stability of RE2(Fe,Co)14B. In this article, Al element was added into RE–(Fe,Co)–Al–B magnets, and the coercivity increases monotonously with the addition of Al elements. For Al content of 0.8 at.%, the coercivity increases to 18.6 kOe in RE14(Fe,Co)79.5Al0.8B5.7 magnets, and the remanence does not decrease obviously. Whereas the content of Al is more than 1.2 at.%, the degree of increase in coercivity reduces, and the remanence decreases obviously. There exists the minor phase of RE(Fe,Co)2 phase, RE-rich phase, and RE–oxide in the sintered RE–(Fe,Co)–Al–B magnets. For the high content of Al, the amount of RE(Fe,Co)2 phase increases, and so the remanence obviously decreases. The addition of the Al element leads to an increase in the melt-point of RE2(Fe,Co)14B phase, and the range of phase transition temperature is narrowed, implying the improvement in the structure stability of RE2(Fe,Co)14B crystals. The magnetocrystalline anisotropy decreases a little due to the addition of the Al element, while the coercivity increases, which should be attributed to both the effects of the RE-rich phase and the improvement of crystal structure stability. The thermal stability of remanence in RE–(Fe,Co)–Al–B is much better than that in commercial Nd–Fe–B magnets, and if further improving the coercivity using the grain boundary diffusion, both the remanence and coercivity with high thermal stability are expected to be acquired in RE–(Fe,Co)–Al–B magnets.","PeriodicalId":13405,"journal":{"name":"IEEE Transactions on Magnetics","volume":"62 2","pages":"1-7"},"PeriodicalIF":1.9,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146082294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of DC Magnetron Sputtering Parameters on the Topography and Magnetic Properties of Galfenol/SiC Films 直流磁控溅射参数对Galfenol/SiC薄膜形貌和磁性能的影响
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-19 DOI: 10.1109/TMAG.2025.3646293
Yu Tang;Barry Gallacher;Zimeng Yu;Sarah Olsen
Galfenol thin films demonstrate significant potential for microelectromechanical system (MEMS) applications due to their notable magnetostrictive properties and favorable mechanical characteristics. In this study, we report an investigation into the modifications in both the amorphous and crystalline structures of galfenol thin films subjected to various direct current (dc) magnetron sputtering parameters, employing atomic force microscopy (AFM), magnetic force microscopy (MFM), and X-ray diffraction (XRD) techniques. Our results indicate that coercivity force increases with higher sputtering power but decreases as the Ar working pressure rises. Furthermore, the effects of film thickness, root mean square (rms) surface roughness, and sputtering parameters on magnetostriction were systematically investigated.
Galfenol薄膜具有显著的磁致伸缩性能和良好的机械特性,在微机电系统(MEMS)中具有重要的应用潜力。本研究采用原子力显微镜(AFM)、磁力显微镜(MFM)和x射线衍射(XRD)技术,研究了不同直流(dc)磁控溅射参数下galfenol薄膜的非晶和晶体结构的变化。结果表明,矫顽力随溅射功率的增大而增大,但随氩工作压力的增大而减小。此外,系统地研究了薄膜厚度、表面均方根粗糙度和溅射参数对磁致伸缩的影响。
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引用次数: 0
MI-Sensing Properties of CoSiB Amorphous Wires CoSiB非晶线的微感应性能
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-18 DOI: 10.1109/TMAG.2025.3645930
Jelena M. Orelj;Radoslav S. Surla;Vladimir. B. Pavlović;Nebojša S. Mitrović
The magnetoimpedance (MI) element of $mathrm{Co}_{72.5} mathrm{Si}_{12.5} mathrm{~B}_{15}$ amorphous wires, designed for magnetic sensors, was examined in an external axial dc magnetic field (up to $H_{text {max }} approx 15 mathrm{kA} / mathrm{m}$ ) and a frequency range of $1 mathrm{MHz} leq f leq 12 mathrm{MHz}$ . The peak value of the impedance modulus, $Z_{text {max }}$ , of approximately $100 Omega$ , was registered at a frequency of 12 MHz and an external magnetic field of $2.18 mathrm{kA} / mathrm{m}$ . A maximum MI-ratio of 384% was recorded at 1 MHz and a magnetically saturated state. The magnetic anisotropy field $H_k$ exhibits a linear increase in the operating frequency range from 1 to 7 MHz, followed by a further non-linear huge increase. The frequency dependence of the MI-ratio with the magnetic field as a parameter approved a low dc magnetic field sensing.
研究了用于磁传感器的$mathrm{Co}_{72.5} mathrm{Si}_{12.5} mathrm{~B}_{15}$非晶导线的磁阻抗(MI)元件在外部轴向直流磁场(最大$H_{text {max }} approx 15 mathrm{kA} / mathrm{m}$)和频率范围$1 mathrm{MHz} leq f leq 12 mathrm{MHz}$下的性能。阻抗模量的峰值$Z_{text {max }}$约为$100 Omega$,在12 MHz的频率和$2.18 mathrm{kA} / mathrm{m}$的外部磁场下被记录下来。最大MI-ratio为384% was recorded at 1 MHz and a magnetically saturated state. The magnetic anisotropy field $H_k$ exhibits a linear increase in the operating frequency range from 1 to 7 MHz, followed by a further non-linear huge increase. The frequency dependence of the MI-ratio with the magnetic field as a parameter approved a low dc magnetic field sensing.
{"title":"MI-Sensing Properties of CoSiB Amorphous Wires","authors":"Jelena M. Orelj;Radoslav S. Surla;Vladimir. B. Pavlović;Nebojša S. Mitrović","doi":"10.1109/TMAG.2025.3645930","DOIUrl":"https://doi.org/10.1109/TMAG.2025.3645930","url":null,"abstract":"The magnetoimpedance (MI) element of <inline-formula> <tex-math>$mathrm{Co}_{72.5} mathrm{Si}_{12.5} mathrm{~B}_{15}$ </tex-math></inline-formula> amorphous wires, designed for magnetic sensors, was examined in an external axial dc magnetic field (up to <inline-formula> <tex-math>$H_{text {max }} approx 15 mathrm{kA} / mathrm{m}$ </tex-math></inline-formula>) and a frequency range of <inline-formula> <tex-math>$1 mathrm{MHz} leq f leq 12 mathrm{MHz}$ </tex-math></inline-formula>. The peak value of the impedance modulus, <inline-formula> <tex-math>$Z_{text {max }}$ </tex-math></inline-formula>, of approximately <inline-formula> <tex-math>$100 Omega$ </tex-math></inline-formula>, was registered at a frequency of 12 MHz and an external magnetic field of <inline-formula> <tex-math>$2.18 mathrm{kA} / mathrm{m}$ </tex-math></inline-formula>. A maximum MI-ratio of 384% was recorded at 1 MHz and a magnetically saturated state. The magnetic anisotropy field <inline-formula> <tex-math>$H_k$ </tex-math></inline-formula> exhibits a linear increase in the operating frequency range from 1 to 7 MHz, followed by a further non-linear huge increase. The frequency dependence of the MI-ratio with the magnetic field as a parameter approved a low dc magnetic field sensing.","PeriodicalId":13405,"journal":{"name":"IEEE Transactions on Magnetics","volume":"62 2","pages":"1-4"},"PeriodicalIF":1.9,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146082313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multilayer Field-Free Magnetic Tunnel Junction With Interlayer Dzyaloshinsky–Moriya Interaction 层间Dzyaloshinsky-Moriya相互作用的多层无场磁隧道结
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-18 DOI: 10.1109/TMAG.2025.3645739
Rui Zhou;Haiyang Zhang;Jin He;Qijun Huang;Hao Wang;Sheng Chang
Magnetic tunnel junctions (MTJs) are of great significance for the next generation ultrafast spintronic memories due to their non-volatility and nanosecond-level writing characteristics. Effective spin manipulation is the key to realizing high-speed field-free magnetic random access memories (MRAMs). In this article, the performance of applying the interlayer Dzyaloshinsky–Moriya interaction (DMI) to the conventional MTJ structure is investigated. By replacing the perpendicular free layer with a composite structure of out-of-plane free layer/coupling layer/in-plane free layer, the rapid switching of MTJs is achieved. We analyze the working conditions of the device through macrospin simulations and verify them by micromagnetic simulations. This structure significantly improves the speed at which the magnetic moment recovers to stability after the removal of external effects (voltage and current), reaching 56.25% of the traditional spin–orbit torque (SOT) MTJ. We believe that our work may promote the research and development of high-speed and field-free MRAMs in the future.
磁隧道结(MTJs)具有非易失性和纳秒级写入特性,对下一代超快自旋电子存储器具有重要意义。有效的自旋操纵是实现高速无场磁随机存储器的关键。本文研究了将层间Dzyaloshinsky-Moriya相互作用(DMI)应用于传统MTJ结构的性能。用面外自由层/耦合层/面内自由层复合结构代替垂直自由层,实现了MTJs的快速切换。通过宏自旋仿真分析了器件的工作条件,并通过微磁仿真对其进行了验证。该结构显著提高了去除外部影响(电压和电流)后磁矩恢复稳定的速度,达到传统自旋轨道转矩(SOT) MTJ的56.25%。我们相信我们的工作可以促进未来高速无场mram的研究和发展。
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引用次数: 0
Modified Semianalytical Approach for Homogenization on Multicoils 多线圈均匀化的改进半解析方法
IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-18 DOI: 10.1109/TMAG.2025.3645791
Shuli Yin;Junkai Tian;Zhijiang Liang;Youpeng Huangfu;Xikui Ma;Hajime Igarashi
This article presents a modified analytical method for evaluating the apparent power in homogenized models of conductor arrays, with particular focus on structures exhibiting periodic and regular hexagonal symmetry. For analyzing the external effect, the extended Ollendorff formula is implemented. For evaluating the internal effect, by solving the diffusion equation with Bessel functions, the apparent power inside the conductor is obtained using the Poynting theorem. The total power of the unit cell is subsequently completed through the application of Ampère’s circuital law. The accuracy of the modified analytical solution is validated against detailed finite element simulations across a wide frequency range. Results show that the modified method significantly improves the prediction of reactive power, especially in the high-frequency regime, while maintaining excellent accuracy in active power estimation. The effectiveness of the method is further demonstrated in large-scale, homogenized domains composed of multiple periodic and hexagonal cells. Detailed field distribution comparisons confirm the validity of the homogenization process.
本文提出了一种改进的分析方法,用于评估导体阵列均匀化模型中的视在功率,特别关注具有周期性和规则六边形对称性的结构。为了分析外部效应,采用了扩展的olendorff公式。为了评价内部效应,利用贝塞尔函数求解扩散方程,利用Poynting定理得到导体内部的视在功率。随后,通过应用安培电路定律完成了单元电池的总功率。在较宽的频率范围内,通过详细的有限元模拟验证了修正解析解的准确性。结果表明,改进后的方法在保持良好的有功功率估计精度的同时,显著提高了对无功功率的预测,特别是在高频时段。在由多个周期和六边形细胞组成的大规模均匀畴中进一步证明了该方法的有效性。详细的场分布对比证实了均匀化过程的有效性。
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引用次数: 0
期刊
IEEE Transactions on Magnetics
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